.) Suppose we have two-class data that can be separable by two lines as seen in...

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.) Suppose we have two-class data that can be separable by two lines as seen in the Figure. In order to classify data, 1X2 100+0₁x₁ + x₂ = 0 a) Propose a classifier and labeling expression with respect to the proposed classifier. 0₂ +03x₁ + x₂ = 0 b) Design a suitable Loss function according to (a) c) According to the Loss function in (b), derive the Gradient Descent Algorithm to determine coefficient vector 0 = [00 0₁ 0₂ 03]. d) Write a Matlab simulation for (c) .) Suppose we have two-class data that can be separable by two lines as seen in the Figure. In order to classify data, 1X2 100+0₁x₁ + x₂ = 0 a) Propose a classifier and labeling expression with respect to the proposed classifier. 0₂ +03x₁ + x₂ = 0 b) Design a suitable Loss function according to (a) c) According to the Loss function in (b), derive the Gradient Descent Algorithm to determine coefficient vector 0 = [00 0₁ 0₂ 03]. d) Write a Matlab simulation for (c)